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Calvarese M, Corbetta E, Contreras J, Bae H, Lai C, Reichwald K, Meyer-Zedler T, Pertzborn D, Mühlig A, Hoffmann F, Messerschmidt B, Guntinas-Lichius O, Schmitt M, Bocklitz T, Popp J. Endomicroscopic AI-driven morphochemical imaging and fs-laser ablation for selective tumor identification and selective tissue removal. SCIENCE ADVANCES 2024; 10:eado9721. [PMID: 39661684 PMCID: PMC11633757 DOI: 10.1126/sciadv.ado9721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 08/09/2024] [Indexed: 12/13/2024]
Abstract
The rising incidence of head and neck cancer represents a serious global health challenge, requiring more accurate diagnosis and innovative surgical approaches. Multimodal nonlinear optical microscopy, combining coherent anti-Stokes Raman scattering (CARS), two-photon excited fluorescence (TPEF), and second-harmonic generation (SHG) with deep learning-based analysis routines, offers label-free assessment of the tissue's morphochemical composition and allows early-stage and automatic detection of disease. For clinical intraoperative application, compact devices are required. In this preclinical study, a cohort of 15 patients was examined with a newly developed rigid CARS/TPEF/SHG endomicroscope. To detect head and neck tumor from the multimodal data, deep learning-based semantic segmentation models were used. This preclinical study yields in a diagnostic sensitivity of 88% and a specificity of 96%. To combine diagnostics with therapy, machine learning-inspired image-guided selective tissue removal was used by integrating femtosecond laser ablation into the endomicroscope. This enables a powerful approach of intraoperative "seek and treat," paving the way to advanced surgical treatment.
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Affiliation(s)
- Matteo Calvarese
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
| | - Elena Corbetta
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Jhonatan Contreras
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Hyeonsoo Bae
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Chenting Lai
- GRINTECH GmbH, Otto-Eppenstein-Str. 7, Jena, Germany
| | | | - Tobias Meyer-Zedler
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - David Pertzborn
- Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | - Anna Mühlig
- Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | - Franziska Hoffmann
- Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | | | | | - Michael Schmitt
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Thomas Bocklitz
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Institute of Computer Science, Faculty of Mathematics, Physics & Computer Science, University Bayreuth, Universitaetsstraße 30, 95447 Bayreuth, Germany
| | - Juergen Popp
- Leibniz-Institute of Photonic Technology (IPHT), Member of Leibniz-Health-Technologies, Member of the Leibniz-Center for Photonics in Infection Research (LPI), Albert-Einstein-Str. 9, 07745 Jena, Germany
- Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Member of the Leibniz Center for Photonics in Infection Research (LPI), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Cluster of Excellence Balance of the Microverse, Friedrich Schiller University Jena, Jena, Germany
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2
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Bali A, Bitter T, Mafra M, Ballmaier J, Kouka M, Schneider G, Mühlig A, Ziller N, Werner T, von Eggeling F, Guntinas-Lichius O, Pertzborn D. Endoscopic In Vivo Hyperspectral Imaging for Head and Neck Tumor Surgeries Using a Medically Approved CE-Certified Camera with Rapid Visualization During Surgery. Cancers (Basel) 2024; 16:3785. [PMID: 39594741 PMCID: PMC11592278 DOI: 10.3390/cancers16223785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 11/06/2024] [Accepted: 11/08/2024] [Indexed: 11/28/2024] Open
Abstract
Background: In vivo visualization of malignant tumors remains the main challenge during head and neck cancer surgery. This can result in inadequate tumor margin assessment and incomplete tumor resection, adversely affecting patient outcomes. Hyperspectral imaging (HSI) is a promising approach to address this issue. However, its application in surgery has been limited by the lack of medically approved HSI devices compliant with MDR regulations, as well as challenges regarding the integration into the surgical workflow. Methods: In this feasibility study, we employed endoscopic HSI during surgery to visualize the tumor sites of 12 head and neck cancer patients. We optimized the HSI workflow to minimize time required during surgery and to reduce the adaptation period needed for surgeons to adjust to the new workflow. Additionally, we implemented data processing to enable real-time classification and visualization of HSI within the intraoperative setting. HSI evaluation was conducted using principal component analysis and k-means clustering, with this clustering validated through comparison with expert annotations. Results: Our complete HSI workflow requires two to three minutes, with each HSI measurement-including evaluation and visualization-taking less than 10 s, achieving an accuracy of 79%, sensitivity of 72%, and specificity of 84%. Medical personnel became proficient with the HSI system after two surgeries. Conclusions: This study presents an HSI workflow for in vivo tissue differentiation during head and neck cancer surgery, providing accurate and visually accessible results within minimal time. This approach enhances the in vivo evaluation of tumor margins, leading to more clear margins and, consequently, improved patient outcomes.
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Affiliation(s)
- Ayman Bali
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
| | - Thomas Bitter
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (T.B.); (J.B.); (M.K.); (G.S.)
| | - Marcela Mafra
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
| | - Jonas Ballmaier
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (T.B.); (J.B.); (M.K.); (G.S.)
| | - Mussab Kouka
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (T.B.); (J.B.); (M.K.); (G.S.)
| | - Gerlind Schneider
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (T.B.); (J.B.); (M.K.); (G.S.)
| | - Anna Mühlig
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
- Comprehensive Cancer Center Central Germany, 07747 Jena, Germany
| | - Nadja Ziller
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
| | - Theresa Werner
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
| | - Ferdinand von Eggeling
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
| | - Orlando Guntinas-Lichius
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (T.B.); (J.B.); (M.K.); (G.S.)
| | - David Pertzborn
- Clinical Biophotonics & MALDI Imaging, Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany; (A.B.); (M.M.); (A.M.); (N.Z.); (T.W.); (F.v.E.); (O.G.-L.)
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Knab A, Anwer AG, Pedersen B, Handley S, Marupally AG, Habibalahi A, Goldys EM. Towards label-free non-invasive autofluorescence multispectral imaging for melanoma diagnosis. JOURNAL OF BIOPHOTONICS 2024; 17:e202300402. [PMID: 38247053 DOI: 10.1002/jbio.202300402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 12/11/2023] [Accepted: 12/31/2023] [Indexed: 01/23/2024]
Abstract
This study focuses on the use of cellular autofluorescence which visualizes the cell metabolism by monitoring endogenous fluorophores including NAD(P)H and flavins. It explores the potential of multispectral imaging of native fluorophores in melanoma diagnostics using excitation wavelengths ranging from 340 nm to 510 nm and emission wavelengths above 391 nm. Cultured immortalized cells are utilized to compare the autofluorescent signatures of two melanoma cell lines to one fibroblast cell line. Feature analysis identifies the most significant and least correlated features for differentiating the cells. The investigation successfully applies this analysis to pre-processed, noise-removed images and original background-corrupted data. Furthermore, the applicability of distinguishing melanomas and healthy fibroblasts based on their autofluorescent characteristics is validated using the same evaluation technique on patient cells. Additionally, the study tentatively maps the detected features to underlying biological processes. This research demonstrates the potential of cellular autofluorescence as a promising tool for melanoma diagnostics.
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Affiliation(s)
- Aline Knab
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
| | - Ayad G Anwer
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
| | - Bernadette Pedersen
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, New South Wales, Australia
| | - Shannon Handley
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
| | - Abhilash Goud Marupally
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
| | - Abbas Habibalahi
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
| | - Ewa M Goldys
- Graduate School of Biomedical Engineering, Faculty of Engineering, University of New South Wales, Sydney, Australia
- ARC Centre of Excellence for Nanoscale Biophotonics, University of New South Wales, Sydney, Australia
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4
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Quansah E, Shaik TA, Çevik E, Wang X, Höppener C, Meyer-Zedler T, Deckert V, Schmitt M, Popp J, Krafft C. Investigating biochemical and structural changes of glycated collagen using multimodal multiphoton imaging, Raman spectroscopy, and atomic force microscopy. Anal Bioanal Chem 2023; 415:6257-6267. [PMID: 37640827 PMCID: PMC10558391 DOI: 10.1007/s00216-023-04902-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 07/31/2023] [Accepted: 08/03/2023] [Indexed: 08/31/2023]
Abstract
Advanced glycation end products (AGEs) form extracellular crosslinking with collagenous proteins, which contributes to the development of diabetic complications. In this study, AGEs-related pentosidine (PENT) crosslinks-induced structural and biochemical changes are studied using multimodal multiphoton imaging, Raman spectroscopy and atomic force microscopy (AFM). Decellularized equine pericardium (EP) was glycated with four ribose concentrations ranging between 5 and 200 mM and monitored for up to 30 days. Two-photon excited fluorescence (TPEF) and second harmonic generation (SHG) microscopic imaging probed elastin and collagen fibers, respectively. The glycated EP showed a decrease in the SHG intensities associated with loss of non-centrosymmetry of collagen and an increase of TPEF intensities associated with PENT crosslinks upon glycation. TPEF signals from elastin fibers were unaffected. A three-dimensional reconstruction with SHG + TPEF z-stack images visualized the distribution of collagen and elastin within the EP volume matrix. In addition, Raman spectroscopy (RS) detected changes in collagen-related bands and discriminated glycated from untreated EP. Furthermore, AFM scans showed that the roughness increases and the D-unit structure of fibers remained unchanged during glycation. The PENT crosslinked-induced changes are discussed in the context of previous studies of glutaraldehyde- and genipin-induced crosslinking and collagenase-induced digestion of collagen. We conclude that TPEF, SHG, RS, and AFM are effective, label-free, and non-destructive methods to investigate glycated tissues, differentiate crosslinking processes, and characterize general collagen-associated and disease-related changes, in particular by their RS fingerprints.
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Affiliation(s)
- Elsie Quansah
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Tanveer Ahmed Shaik
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Ecehan Çevik
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Xinyue Wang
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Christiane Höppener
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Tobias Meyer-Zedler
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Volker Deckert
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Jürgen Popp
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC), Member of the Leibniz Center for Photonics in Infectious Research (LPI), Friedrich Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany
| | - Christoph Krafft
- Leibniz Institute of Photonic Technology (IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Center for Photonics in Infectious Research (LPI), Albert-Einstein-Straße 9, 07745, Jena, Germany.
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Bae H, Rodewald M, Meyer-Zedler T, Bocklitz TW, Matz G, Messerschmidt B, Press AT, Bauer M, Guntinas-Lichius O, Stallmach A, Schmitt M, Popp J. Feasibility studies of multimodal nonlinear endoscopy using multicore fiber bundles for remote scanning from tissue sections to bulk organs. Sci Rep 2023; 13:13779. [PMID: 37612362 PMCID: PMC10447453 DOI: 10.1038/s41598-023-40944-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 08/18/2023] [Indexed: 08/25/2023] Open
Abstract
Here, we report on the development and application of a compact multi-core fiber optical probe for multimodal non-linear imaging, combining the label-free modalities of Coherent Anti-Stokes Raman Scattering, Second Harmonic Generation, and Two-Photon Excited Fluorescence. Probes of this multi-core fiber design avoid moving and voltage-carrying parts at the distal end, thus providing promising improved compatibility with clinical requirements over competing implementations. The performance characteristics of the probe are established using thin cryo-sections and artificial targets before the applicability to clinically relevant samples is evaluated using ex vivo bulk human and porcine intestine tissues. After image reconstruction to counteract the data's inherently pixelated nature, the recorded images show high image quality and morpho-chemical conformity on the tissue level compared to multimodal non-linear images obtained with a laser-scanning microscope using a standard microscope objective. Furthermore, a simple yet effective reconstruction procedure is presented and demonstrated to yield satisfactory results. Finally, a clear pathway for further developments to facilitate a translation of the multimodal fiber probe into real-world clinical evaluation and application is outlined.
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Affiliation(s)
- Hyeonsoo Bae
- Leibniz Institute of Photonic Technology (Leibniz IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), PO Box 100239, 07702, Jena, Germany
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Erlanger Allee 101, 07747, Jena, Germany
| | - Marko Rodewald
- Leibniz Institute of Photonic Technology (Leibniz IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), PO Box 100239, 07702, Jena, Germany
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
| | - Tobias Meyer-Zedler
- Leibniz Institute of Photonic Technology (Leibniz IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), PO Box 100239, 07702, Jena, Germany
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
| | - Thomas W Bocklitz
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
| | - Gregor Matz
- GRINTECH GmbH, Schillerstraße 1, 07745, Jena, Germany
| | | | - Adrian T Press
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Erlanger Allee 101, 07747, Jena, Germany
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
- Medical Faculty, Friedrich-Schiller University Jena, Kastanienstr. 1, 07747, Jena, Germany
| | - Michael Bauer
- Center for Sepsis Control and Care (CSCC), Jena University Hospital, Erlanger Allee 101, 07747, Jena, Germany
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
| | - Orlando Guntinas-Lichius
- Department of Otorhinolaryngology, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV, Jena University Hospital, Am Klinikum 1, 07747, Jena, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany
| | - Juergen Popp
- Leibniz Institute of Photonic Technology (Leibniz IPHT), Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), PO Box 100239, 07702, Jena, Germany.
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University Jena, Helmholtzweg 4, 07743, Jena, Germany.
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Quansah E, Ramoji A, Thieme L, Mirza K, Goering B, Makarewicz O, Heutelbeck A, Meyer-Zedler T, Pletz MW, Schmitt M, Popp J. Label-free multimodal imaging of infected Galleria mellonella larvae. Sci Rep 2022; 12:20416. [PMID: 36437287 PMCID: PMC9701796 DOI: 10.1038/s41598-022-24846-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 11/21/2022] [Indexed: 11/28/2022] Open
Abstract
Non-linear imaging modalities have enabled us to obtain unique morpho-chemical insights into the tissue architecture of various biological model organisms in a label-free manner. However, these imaging techniques have so far not been applied to analyze the Galleria mellonella infection model. This study utilizes for the first time the strength of multimodal imaging techniques to explore infection-related changes in the Galleria mellonella larvae due to massive E. faecalis bacterial infection. Multimodal imaging techniques such as fluorescent lifetime imaging (FLIM), coherent anti-Stokes Raman scattering (CARS), two-photon excited fluorescence (TPEF), and second harmonic generation (SHG) were implemented in conjunction with histological HE images to analyze infection-associated tissue damage. The changes in the larvae in response to the infection, such as melanization, vacuolization, nodule formation, and hemocyte infiltration as a defense mechanism of insects against microbial pathogens, were visualized after Enterococcus faecalis was administered. Furthermore, multimodal imaging served for the analysis of implant-associated biofilm infections by visualizing biofilm adherence on medical stainless steel and ePTFE implants within the larvae. Our results suggest that infection-related changes as well as the integrity of the tissue of G. mellonella larvae can be studied with high morphological and chemical contrast in a label-free manner.
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Affiliation(s)
- Elsie Quansah
- grid.9613.d0000 0001 1939 2794Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany ,grid.418907.30000 0004 0563 7158Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745 Jena, Germany
| | - Anuradha Ramoji
- grid.9613.d0000 0001 1939 2794Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany ,grid.418907.30000 0004 0563 7158Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Center for Sepsis Control and Care (CSCC), Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Lara Thieme
- grid.9613.d0000 0001 1939 2794Jena University Hospital, Institute of Infectious Diseases and Infection Control, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Leibniz Center for Photonics in Infection Research, Friedrich Schiller University Jena, 07747 Jena, Germany
| | - Kamran Mirza
- grid.9613.d0000 0001 1939 2794Jena University Hospital, Institute of Infectious Diseases and Infection Control, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Leibniz Center for Photonics in Infection Research, Friedrich Schiller University Jena, 07747 Jena, Germany
| | - Bianca Goering
- grid.9613.d0000 0001 1939 2794ena University Hospital, Institute for Occupational, Social, and Environmental Medicine, J, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Oliwia Makarewicz
- grid.9613.d0000 0001 1939 2794Jena University Hospital, Center for Sepsis Control and Care (CSCC), Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Institute of Infectious Diseases and Infection Control, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Leibniz Center for Photonics in Infection Research, Friedrich Schiller University Jena, 07747 Jena, Germany
| | - Astrid Heutelbeck
- grid.9613.d0000 0001 1939 2794ena University Hospital, Institute for Occupational, Social, and Environmental Medicine, J, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany
| | - Tobias Meyer-Zedler
- grid.9613.d0000 0001 1939 2794Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany ,grid.418907.30000 0004 0563 7158Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745 Jena, Germany
| | - Mathias W. Pletz
- grid.9613.d0000 0001 1939 2794Jena University Hospital, Center for Sepsis Control and Care (CSCC), Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Institute of Infectious Diseases and Infection Control, Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Leibniz Center for Photonics in Infection Research, Friedrich Schiller University Jena, 07747 Jena, Germany
| | - Michael Schmitt
- grid.9613.d0000 0001 1939 2794Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany ,grid.418907.30000 0004 0563 7158Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745 Jena, Germany
| | - Jürgen Popp
- grid.9613.d0000 0001 1939 2794Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany ,grid.418907.30000 0004 0563 7158Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Straße 9, 07745 Jena, Germany ,grid.9613.d0000 0001 1939 2794Jena University Hospital, Center for Sepsis Control and Care (CSCC), Friedrich-Schiller-University Jena, Am Klinikum 1, 07747 Jena, Germany
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7
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Schmitt M, Meyer-Zedler T, Guntinas-Lichius O, Popp J. [Multimodal spectroscopic imaging : A new, powerful tool for intraoperative tumor diagnostics]. CHIRURGIE (HEIDELBERG, GERMANY) 2022; 93:948-955. [PMID: 35925143 DOI: 10.1007/s00104-022-01663-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/19/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The increasing number of cancer cases requires new imaging approaches for intraoperative tumor characterization. OBJECTIVE Utilization of new optical/photonic methods in combination with artificial intelligence (AI) approaches to address urgent challenges in clinical pathology in terms of intraoperative computational spectral histopathology. METHODS Multimodal nonlinear imaging by combining the spectroscopic methods coherent anti-Stokes Raman scattering (CARS), two-photon excited autofluorescence (TPEF), fluorescence lifetime imaging microscopy (FLIM), and second harmonic generation (SHG). RESULTS By using multimodal spectroscopic imaging, tissue morphochemistry, i.e., its morphology and molecular structure can be visualized in a label-free manner. The multimodal images can be automatically analyzed using AI-based image analysis approaches. For clinical application in terms of frozen section diagnostics or in vivo use, the presented multimodal imaging approach can be translated into a compact microscope or endoscopic probe concepts. CONCLUSIONS The synergistic combination of spectroscopic imaging modalities in combination with automated data analysis has great potential for fast and precise tumor diagnostics e.g., in terms of precise surgical guidance in laser or robotic surgery. Overall, intraoperative multimodal spectroscopic imaging may represent an innovative advancement for tumor diagnostics in the future, directly leading to improved patient care and significant cost savings.
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Affiliation(s)
- Michael Schmitt
- Institut für Physikalische Chemie und Abbe Center of Photonics, Friedrich-Schiller-Universität Jena, Jena, Deutschland
| | - Tobias Meyer-Zedler
- Leibniz Institut für Photonische Technologien, Mitglied Leibniz Gesundheitstechnologien, Albert-Einstein-Str. 9, 07745, Jena, Deutschland
| | - Orlando Guntinas-Lichius
- Klinik und Poliklinik für Hals-. Nasen- und Ohrenheilkunde, Universitätsklinikum Jena, Jena, Deutschland
| | - Juergen Popp
- Institut für Physikalische Chemie und Abbe Center of Photonics, Friedrich-Schiller-Universität Jena, Jena, Deutschland.
- Leibniz Institut für Photonische Technologien, Mitglied Leibniz Gesundheitstechnologien, Albert-Einstein-Str. 9, 07745, Jena, Deutschland.
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8
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Hakert H, Eibl M, Tillich M, Pries R, Hüttmann G, Brinkmann R, Wollenberg B, Bruchhage KL, Karpf S, Huber R. Time-encoded stimulated Raman scattering microscopy of tumorous human pharynx tissue in the fingerprint region from 1500-1800 cm -1. OPTICS LETTERS 2021; 46:3456-3459. [PMID: 34264237 DOI: 10.1364/ol.424726] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 06/14/2021] [Indexed: 06/13/2023]
Abstract
Stimulated Raman scattering (SRS) microscopy for biomedical analysis can provide a molecular localization map to infer pathological tissue changes. Compared to spontaneous Raman, SRS achieves much faster imaging speeds at reduced spectral coverage. By targeting spectral features in the information dense fingerprint region, SRS allows fast and reliable imaging. We present time-encoded (TICO) SRS microscopy of unstained head-and-neck biopsies in the fingerprint region with molecular contrast. We combine a Fourier-domain mode-locked (FDML) laser with a master oscillator power amplifier (MOPA) to cover Raman transitions from 1500-1800cm-1. Both lasers are fiber-based and electronically programmable making this fingerprint TICO system robust and reliable. The results of our TICO approach were cross-checked with a spontaneous Raman micro-spectrometer and show good agreement, paving the way toward clinical applications.
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9
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Pradhan P, Meyer T, Vieth M, Stallmach A, Waldner M, Schmitt M, Popp J, Bocklitz T. Computational tissue staining of non-linear multimodal imaging using supervised and unsupervised deep learning. BIOMEDICAL OPTICS EXPRESS 2021; 12:2280-2298. [PMID: 33996229 PMCID: PMC8086483 DOI: 10.1364/boe.415962] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/28/2021] [Accepted: 02/17/2021] [Indexed: 05/24/2023]
Abstract
Hematoxylin and Eosin (H&E) staining is the 'gold-standard' method in histopathology. However, standard H&E staining of high-quality tissue sections requires long sample preparation times including sample embedding, which restricts its application for 'real-time' disease diagnosis. Due to this reason, a label-free alternative technique like non-linear multimodal (NLM) imaging, which is the combination of three non-linear optical modalities including coherent anti-Stokes Raman scattering, two-photon excitation fluorescence and second-harmonic generation, is proposed in this work. To correlate the information of the NLM images with H&E images, this work proposes computational staining of NLM images using deep learning models in a supervised and an unsupervised approach. In the supervised and the unsupervised approach, conditional generative adversarial networks (CGANs) and cycle conditional generative adversarial networks (cycle CGANs) are used, respectively. Both CGAN and cycle CGAN models generate pseudo H&E images, which are quantitatively analyzed based on mean squared error, structure similarity index and color shading similarity index. The mean of the three metrics calculated for the computationally generated H&E images indicate significant performance. Thus, utilizing CGAN and cycle CGAN models for computational staining is beneficial for diagnostic applications without performing a laboratory-based staining procedure. To the author's best knowledge, it is the first time that NLM images are computationally stained to H&E images using GANs in an unsupervised manner.
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Affiliation(s)
- Pranita Pradhan
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies Jena, Germany
| | - Tobias Meyer
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies Jena, Germany
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth, Bayreuth, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV (Gastroenterology, Hepatology, and Infectious Diseases), Jena University Hospital, Jena, Germany
| | - Maximilian Waldner
- Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander University of Erlangen-Nuremberg, 91052 Erlangen, Germany
- Medical Department 1, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
| | - Juergen Popp
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies Jena, Germany
| | - Thomas Bocklitz
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies Jena, Germany
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10
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Ramya AN, Arya JS, Madhukrishnan M, Shamjith S, Vidyalekshmi MS, Maiti KK. Raman Imaging: An Impending Approach Towards Cancer Diagnosis. Chem Asian J 2021; 16:409-422. [PMID: 33443291 DOI: 10.1002/asia.202001340] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 01/11/2021] [Indexed: 12/18/2022]
Abstract
In accordance with the recent studies, Raman spectroscopy is well experimented as a highly sensitive analytical and imaging technique in biomedical research, mainly for various disease diagnosis including cancer. In comparison with other imaging modalities, Raman spectroscopy facilitate numerous assistances owing to its low background signal, immense spatial resolution, high chemical specificity, multiplexing capability, excellent photo stability and non-invasive detection capability. In cancer diagnosis Raman imaging intervened as a promising investigative tool to provide molecular level information to differentiate the cancerous vs non-cancerous cells, tissues and even in body fluids. Anciently, spontaneous Raman scattering is very feeble due to its low signal intensity and long acquisition time but new advanced techniques like coherent Raman scattering (CRS) and surface enhanced Raman scattering (SERS) gradually superseded these issues. So, the present review focuses on the recent developments and applications of Raman spectroscopy-based imaging techniques for cancer diagnosis.
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Affiliation(s)
- Adukkadan N Ramya
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Jayadev S Arya
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Murali Madhukrishnan
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Shanmughan Shamjith
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Murukan S Vidyalekshmi
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
| | - Kaustabh K Maiti
- Chemical Sciences and Technology Division (CSTD), CSIR-National Institute for Interdisciplinary Science and Technology (CSIR-NIIST), Thiruvananthapuram, 695019, Kerala, India.,Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, 201002, India
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11
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Bocklitz T, Silge A, Bae H, Rodewald M, Legesse FB, Meyer T, Popp J. Non-invasive Imaging Techniques: From Histology to In Vivo Imaging : Chapter of Imaging in Oncology. Recent Results Cancer Res 2020; 216:795-812. [PMID: 32594407 DOI: 10.1007/978-3-030-42618-7_25] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
In this chapter, we will introduce and review molecular-sensitive imaging techniques, which close the gap between ex vivo and in vivo analysis. In detail, we will introduce spontaneous Raman spectral imaging, coherent anti-Stokes Raman scattering (CARS), stimulated Raman scattering (SRS), second-harmonic generation (SHG) and third-harmonic generation (THG), two-photon excited fluorescence (TPEF), and fluorescence lifetime imaging (FLIM). After reviewing these imaging techniques, we shortly introduce chemometric methods and machine learning techniques, which are needed to use these imaging techniques in diagnostic applications.
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Affiliation(s)
- Thomas Bocklitz
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany.
| | - Anja Silge
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany
| | - Hyeonsoo Bae
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany
| | - Marko Rodewald
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany
| | | | - Tobias Meyer
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany
| | - Jürgen Popp
- University of Jena, IPC, Helmholtzweg 4, 07743, Jena, Germany.
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12
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Ali N, Quansah E, Köhler K, Meyer T, Schmitt M, Popp J, Niendorf A, Bocklitz T. Automatic label‐free detection of breast cancer using nonlinear multimodal imaging and the convolutional neural network ResNet50. TRANSLATIONAL BIOPHOTONICS 2019. [DOI: 10.1002/tbio.201900003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Affiliation(s)
- Nairveen Ali
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
| | - Elsie Quansah
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
| | - Katarina Köhler
- Institut für Histologie, Zytologie und molekulare Diagnostik, Pathologie Hamburg‐West GmbH Hamburg Germany
| | - Tobias Meyer
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
| | - Jürgen Popp
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
- Center for Sepsis Control and Care (CSCC)Jena University Hospital Jena Germany
- InfectoGnostics, Forschungscampus Jena Jena Germany
| | - Axel Niendorf
- Institut für Histologie, Zytologie und molekulare Diagnostik, Pathologie Hamburg‐West GmbH Hamburg Germany
| | - Thomas Bocklitz
- Institute of Physical Chemistry and Abbe Center of Photonics (IPC)Friedrich‐Schiller‐University Jena Germany
- Leibniz Institute of Photonic Technology (Leibniz‐IPHT), Member of Leibniz Research Alliance 'Health Technologies' Jena Germany
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13
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Rodner E, Bocklitz T, von Eggeling F, Ernst G, Chernavskaia O, Popp J, Denzler J, Guntinas-Lichius O. Fully convolutional networks in multimodal nonlinear microscopy images for automated detection of head and neck carcinoma: Pilot study. Head Neck 2018; 41:116-121. [PMID: 30548511 DOI: 10.1002/hed.25489] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Revised: 03/11/2018] [Accepted: 07/05/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND A fully convolutional neural networks (FCN)-based automated image analysis algorithm to discriminate between head and neck cancer and noncancerous epithelium based on nonlinear microscopic images was developed. METHODS Head and neck cancer sections were used for standard histopathology and co-registered with multimodal images from the same sections using the combination of coherent anti-Stokes Raman scattering, two-photon excited fluorescence, and second harmonic generation microscopy. The images analyzed with semantic segmentation using a FCN for four classes: cancer, normal epithelium, background, and other tissue types. RESULTS A total of 114 images of 12 patients were analyzed. Using a patch score aggregation, the average recognition rate and an overall recognition rate or the four classes were 88.9% and 86.7%, respectively. A total of 113 seconds were needed to process a whole-slice image in the dataset. CONCLUSION Multimodal nonlinear microscopy in combination with automated image analysis using FCN seems to be a promising technique for objective differentiation between head and neck cancer and noncancerous epithelium.
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Affiliation(s)
- Erik Rodner
- Department of Computer Science, Friedrich Schiller University, Jena, Germany.,Corporate Research and Technology, Carl Zeiss AG, Jena, Germany
| | - Thomas Bocklitz
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany.,Leibniz Institute of Photonic Technology, Jena, Germany
| | - Ferdinand von Eggeling
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany.,Leibniz Institute of Photonic Technology, Jena, Germany.,Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | - Günther Ernst
- Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | | | - Jürgen Popp
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University, Jena, Germany.,Leibniz Institute of Photonic Technology, Jena, Germany
| | - Joachim Denzler
- Department of Computer Science, Friedrich Schiller University, Jena, Germany
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14
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Nobis M, Warren SC, Lucas MC, Murphy KJ, Herrmann D, Timpson P. Molecular mobility and activity in an intravital imaging setting - implications for cancer progression and targeting. J Cell Sci 2018; 131:131/5/jcs206995. [PMID: 29511095 DOI: 10.1242/jcs.206995] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Molecular mobility, localisation and spatiotemporal activity are at the core of cell biological processes and deregulation of these dynamic events can underpin disease development and progression. Recent advances in intravital imaging techniques in mice are providing new avenues to study real-time molecular behaviour in intact tissues within a live organism and to gain exciting insights into the intricate regulation of live cell biology at the microscale level. The monitoring of fluorescently labelled proteins and agents can be combined with autofluorescent properties of the microenvironment to provide a comprehensive snapshot of in vivo cell biology. In this Review, we summarise recent intravital microscopy approaches in mice, in processes ranging from normal development and homeostasis to disease progression and treatment in cancer, where we emphasise the utility of intravital imaging to observe dynamic and transient events in vivo We also highlight the recent integration of advanced subcellular imaging techniques into the intravital imaging pipeline, which can provide in-depth biological information beyond the single-cell level. We conclude with an outlook of ongoing developments in intravital microscopy towards imaging in humans, as well as provide an overview of the challenges the intravital imaging community currently faces and outline potential ways for overcoming these hurdles.
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Affiliation(s)
- Max Nobis
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Sean C Warren
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Morghan C Lucas
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Kendelle J Murphy
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - David Herrmann
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
| | - Paul Timpson
- The Garvan Institute of Medical Research and The Kinghorn Cancer Centre, Cancer Division, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW 2010, Australia
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15
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Li LH, Jiang WZ, Kang DY, Liu X, Li HS, Guan GX, Zhuo SM, Chen ZF, Chen JX. Second-harmonic imaging microscopy for identifying colorectal intraepithelial neoplasia. J Microsc 2018; 271:31-35. [PMID: 29505679 DOI: 10.1111/jmi.12690] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 01/05/2018] [Accepted: 02/06/2018] [Indexed: 11/28/2022]
Abstract
In this study, second-harmonic imaging microscopy was used to monitor precancerous colorectal lesions at different stages. It was found that the morphology of glands and lamina propria in mucosa changes with the progression of colorectal diseases from normal to low-grade intraepithelial neoplasia to high-grade intraepithelial neoplasia and this microscopy has the ability of direct visualization of these warning symptoms. Furthermore, two morphologic variables were quantified to determine the changes of glands and collagen in lamina propria during the development of colorectal intraepithelial neoplasia. These results suggest that second-harmonic imaging microscopy has the potential in label-freely and effectively distinguishing between normal and precancerous colorectal tissues, and will be helpful for early diagnosis and treatment of colorectal diseases.
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Affiliation(s)
- L H Li
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, China
| | - W Z Jiang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - D Y Kang
- Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - X Liu
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - H S Li
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, China
| | - G X Guan
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - S M Zhuo
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, China
| | - Z F Chen
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - J X Chen
- Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education, Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, Fujian, China
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16
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Integration of 3D multimodal imaging data of a head and neck cancer and advanced feature recognition. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2017; 1865:946-956. [DOI: 10.1016/j.bbapap.2016.08.018] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Revised: 08/03/2016] [Accepted: 08/27/2016] [Indexed: 12/14/2022]
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17
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Legesse FB, Meyer T, Heuke S, Gottschall T, Pascher T, Limpert J, Tünnermann A, Schmitt M, Popp J. Dual-focus coherent anti-Stokes Raman scattering microscopy using a compact two-beam fiber laser source. OPTICS LETTERS 2017; 42:183-186. [PMID: 28081075 DOI: 10.1364/ol.42.000183] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We have developed a dual-focus coherent anti-Stokes Raman scattering (CARS) microscope based on a dual output, compact fiber laser source. The underlying concepts of time-multiplexed, two-beam scanning and demultiplexed detection that we already employed for second-harmonic generation are here naturally extended for CARS microscopy. The layout of a robust, all-fiber laser source was reconfigured to provide two outputs, each containing the two colors necessary for the CARS process. The utilization of the design for simultaneously imaging two laterally or axially separated fields of view and, thus, inherently speeding up the image acquisition process, is demonstrated on human artery tissue samples.
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18
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Tajudeen BA, Taylor ZD, Garritano J, Cheng H, Pearigen A, Sherman AJ, Palma-Diaz F, Mishra P, Bhargava S, Pesce J, Kim I, Sebastian C, Razfar A, Papour A, Stafsudd O, Grundfest W, St. John M. Dynamic optical contrast imaging as a novel modality for rapidly distinguishing head and neck squamous cell carcinoma from surrounding normal tissue. Cancer 2016; 123:879-886. [DOI: 10.1002/cncr.30338] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 06/01/2016] [Accepted: 06/02/2016] [Indexed: 11/09/2022]
Affiliation(s)
- Bobby A. Tajudeen
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Zachary D. Taylor
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
- Department of Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - James Garritano
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Harrison Cheng
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Aidan Pearigen
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Adria J. Sherman
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Fernando Palma-Diaz
- Department of Pathology, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Pratik Mishra
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Siddharth Bhargava
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Julianna Pesce
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Irene Kim
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Christine Sebastian
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Ali Razfar
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
| | - Asael Papour
- Department of Electrical Engineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Oscar Stafsudd
- Department of Electrical Engineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Warren Grundfest
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
- Department of Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Department of Electrical Engineering, Henry Samueli School of Engineering and Applied Sciences; University of California Los Angeles; Los Angeles California
| | - Maie St. John
- Department of Head and Neck Surgery, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Head and Neck Cancer Program, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
- Jonsson Comprehensive Cancer Center, David Geffen School of Medicine; University of California Los Angeles; Los Angeles California
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19
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Tolstik E, Osminkina LA, Akimov D, Gongalsky MB, Kudryavtsev AA, Timoshenko VY, Heintzmann R, Sivakov V, Popp J. Linear and Non-Linear Optical Imaging of Cancer Cells with Silicon Nanoparticles. Int J Mol Sci 2016; 17:E1536. [PMID: 27626408 PMCID: PMC5037811 DOI: 10.3390/ijms17091536] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 09/02/2016] [Accepted: 09/05/2016] [Indexed: 01/02/2023] Open
Abstract
New approaches for visualisation of silicon nanoparticles (SiNPs) in cancer cells are realised by means of the linear and nonlinear optics in vitro. Aqueous colloidal solutions of SiNPs with sizes of about 10-40 nm obtained by ultrasound grinding of silicon nanowires were introduced into breast cancer cells (MCF-7 cell line). Further, the time-varying nanoparticles enclosed in cell structures were visualised by high-resolution structured illumination microscopy (HR-SIM) and micro-Raman spectroscopy. Additionally, the nonlinear optical methods of two-photon excited fluorescence (TPEF) and coherent anti-Stokes Raman scattering (CARS) with infrared laser excitation were applied to study the localisation of SiNPs in cells. Advantages of the nonlinear methods, such as rapid imaging, which prevents cells from overheating and larger penetration depth compared to the single-photon excited HR-SIM, are discussed. The obtained results reveal new perspectives of the multimodal visualisation and precise detection of the uptake of biodegradable non-toxic SiNPs by cancer cells and they are discussed in view of future applications for the optical diagnostics of cancer tumours.
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Affiliation(s)
- Elen Tolstik
- Leibniz Institute of Photonic Technology, Jena 07745, Germany.
| | - Liubov A Osminkina
- Physics Department, Lomonosov Moscow State University, Moscow 119991, Russia.
- Interational Laboratory "Bio-Nanophotonics", National Research Nuclear University "Moscow Engineering Physics Institute", Moscow 115409, Russia.
| | - Denis Akimov
- Leibniz Institute of Photonic Technology, Jena 07745, Germany.
| | - Maksim B Gongalsky
- Physics Department, Lomonosov Moscow State University, Moscow 119991, Russia.
| | - Andrew A Kudryavtsev
- Institute of Theoretical and Experimental Biophysics, Russian Academy of Science, Pushino 142290, Russia.
| | - Victor Yu Timoshenko
- Physics Department, Lomonosov Moscow State University, Moscow 119991, Russia.
- Interational Laboratory "Bio-Nanophotonics", National Research Nuclear University "Moscow Engineering Physics Institute", Moscow 115409, Russia.
| | - Rainer Heintzmann
- Leibniz Institute of Photonic Technology, Jena 07745, Germany.
- Institute of Physical Chemistry, Abbe Center of Photonics, Friedrich-Schiller-University, Jena 07743, Germany.
| | | | - Jürgen Popp
- Leibniz Institute of Photonic Technology, Jena 07745, Germany.
- Institute of Physical Chemistry, Abbe Center of Photonics, Friedrich-Schiller-University, Jena 07743, Germany.
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20
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Hsu CW, Huang CC, Sheu JH, Lin CW, Lin LF, Jin JS, Chau LK, Chen W. Novel Method for Differentiating Histological Types of Gastric Adenocarcinoma by Using Confocal Raman Microspectroscopy. PLoS One 2016; 11:e0159829. [PMID: 27472385 PMCID: PMC4966957 DOI: 10.1371/journal.pone.0159829] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 07/09/2016] [Indexed: 02/01/2023] Open
Abstract
Gastric adenocarcinoma, a single heterogeneous disease with multiple epidemiological and histopathological characteristics, accounts for approximately 10% of cancers worldwide. It is categorized into four histological types: papillary adenocarcinoma (PAC), tubular adenocarcinoma (TAC), mucinous adenocarcinoma (MAC), and signet ring cell adenocarcinoma (SRC). Effective differentiation of the four types of adenocarcinoma will greatly improve the treatment of gastric adenocarcinoma to increase its five-year survival rate. We reported here the differentiation of the four histological types of gastric adenocarcinoma from the molecularly structural viewpoint of confocal Raman microspectroscopy. In total, 79 patients underwent laparoscopic or open radical gastrectomy during 2008-2011: 21 for signet ring cell carcinoma, 21 for tubular adenocarcinoma, 14 for papillary adenocarcinoma, 6 for mucinous carcinoma, and 17 for normal gastric mucosas obtained from patients underwent operation for other benign lesions. Clinical data were retrospectively reviewed from medical charts, and Raman data were processed and analyzed by using principal component analysis (PCA) and linear discriminant analysis (LDA). Two-dimensional plots of PCA and LDA clearly demonstrated that the four histological types of gastric adenocarcinoma could be differentiated, and confocal Raman microspectroscopy provides potentially a rapid and effective method for differentiating SRC and MAC from TAC or PAC.
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Affiliation(s)
- Chih-Wei Hsu
- Division of General Surgery, Department of Surgery, Tungs’ Taichung MetroHarbor Hospital, Taichung City, Taiwan
- Department of Applied Chemistry, National Chiayi University, Chia-Yi, Taiwan
| | - Chia-Chi Huang
- Center of Nano Bio-detection, National Chung Cheng University, Chia-Yi, Taiwan
| | - Jeng-Horng Sheu
- Department of Applied Chemistry, National Chiayi University, Chia-Yi, Taiwan
| | - Chia-Wen Lin
- Department of Applied Cosmetology, HungKuang University, No.34, Zhongqi Rd., Shalu Township, Taichung County, Taiwan
| | - Lien-Fu Lin
- Division of Gastroenterology, Department of Internal Medicine, Tungs’ Taichung MetroHarbor Hospital, Taichung City, Taiwan
| | - Jong-Shiaw Jin
- Department of Pathology, Tungs’ Taichung MetroHarbor Hospital, Taichung City, Taiwan
| | - Lai-Kwan Chau
- Center of Nano Bio-detection, National Chung Cheng University, Chia-Yi, Taiwan
| | - Wenlung Chen
- Department of Applied Chemistry, National Chiayi University, Chia-Yi, Taiwan
- * E-mail:
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21
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Chernavskaia O, Heuke S, Vieth M, Friedrich O, Schürmann S, Atreya R, Stallmach A, Neurath MF, Waldner M, Petersen I, Schmitt M, Bocklitz T, Popp J. Beyond endoscopic assessment in inflammatory bowel disease: real-time histology of disease activity by non-linear multimodal imaging. Sci Rep 2016; 6:29239. [PMID: 27406831 PMCID: PMC4942779 DOI: 10.1038/srep29239] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 06/14/2016] [Indexed: 01/19/2023] Open
Abstract
Assessing disease activity is a prerequisite for an adequate treatment of inflammatory bowel diseases (IBD) such as Crohn’s disease and ulcerative colitis. In addition to endoscopic mucosal healing, histologic remission poses a promising end-point of IBD therapy. However, evaluating histological remission harbors the risk for complications due to the acquisition of biopsies and results in a delay of diagnosis because of tissue processing procedures. In this regard, non-linear multimodal imaging techniques might serve as an unparalleled technique that allows the real-time evaluation of microscopic IBD activity in the endoscopy unit. In this study, tissue sections were investigated using the non-linear multimodal microscopy combination of coherent anti-Stokes Raman scattering (CARS), two-photon excited auto fluorescence (TPEF) and second-harmonic generation (SHG). After the measurement a gold-standard assessment of histological indexes was carried out based on a conventional H&E stain. Subsequently, various geometry and intensity related features were extracted from the multimodal images. An optimized feature set was utilized to predict histological index levels based on a linear classifier. Based on the automated prediction, the diagnosis time interval is decreased. Therefore, non-linear multimodal imaging may provide a real-time diagnosis of IBD activity suited to assist clinical decision making within the endoscopy unit.
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Affiliation(s)
- Olga Chernavskaia
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
| | - Sandro Heuke
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
| | - Michael Vieth
- Institute of Pathology, Klinikum Bayreuth, Bayreuth, Germany
| | - Oliver Friedrich
- Institute of Medical Biotechnology, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany.,Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander University of Erlangen-Nuremberg
| | - Sebastian Schürmann
- Institute of Medical Biotechnology, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany.,Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander University of Erlangen-Nuremberg
| | - Raja Atreya
- Medical Department 1, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Andreas Stallmach
- Department of Internal Medicine IV (Gastroenterology, Hepatology, and Infectious Diseases), Jena University Hospital, Jena, Germany
| | - Markus F Neurath
- Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander University of Erlangen-Nuremberg.,Medical Department 1, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Maximilian Waldner
- Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander University of Erlangen-Nuremberg.,Medical Department 1, Friedrich-Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Iver Petersen
- Institute of Pathology, Jena University Hospital, Jena, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
| | - Thomas Bocklitz
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
| | - Jürgen Popp
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University, Jena, Germany
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22
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Heuke S, Chernavskaia O, Bocklitz T, Legesse FB, Meyer T, Akimov D, Dirsch O, Ernst G, von Eggeling F, Petersen I, Guntinas-Lichius O, Schmitt M, Popp J. Multimodal nonlinear microscopy of head and neck carcinoma - toward surgery assisting frozen section analysis. Head Neck 2016; 38:1545-52. [PMID: 27098552 DOI: 10.1002/hed.24477] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Revised: 01/06/2016] [Accepted: 03/16/2016] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Treatment of early cancer stages is deeply connected to a good prognosis, a moderate reduction of the quality of life, and comparably low treatment costs. METHODS Head and neck squamous cell carcinomas were investigated using the multimodal combination of coherent anti-Stokes Raman scattering (CARS), two-photon excited fluorescence (TPEF), and second-harmonic generation (SHG) microscopy. RESULTS An increased median TPEF to CARS contrast was found comparing cancerous and healthy squamous epithelium with a p value of 1.8·10(-10) . A following comprehensive image analysis was able to predict the diagnosis of imaged tissue sections with an overall accuracy of 90% for a 4-class model. CONCLUSION Nonlinear multimodal imaging is verified objectively as a valuable diagnostic tool that complements conventional staining protocols and can serve as filter in future clinical routine reducing the pathologist's workload. © 2016 Wiley Periodicals, Inc. Head Neck 38: First-1552, 2016.
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Affiliation(s)
- Sandro Heuke
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Olga Chernavskaia
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Thomas Bocklitz
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Fisseha Bekele Legesse
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Tobias Meyer
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Denis Akimov
- Leibniz Institute of Photonic Technology, Jena, Germany
| | - Olaf Dirsch
- Institute of Pathology, Klinikum Chemnitz, Chemnitz, Germany
| | - Günther Ernst
- Leibniz Institute of Photonic Technology, Jena, Germany.,Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | - Ferdinand von Eggeling
- Leibniz Institute of Photonic Technology, Jena, Germany.,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany.,Department of Otorhinolaryngology, Jena University Hospital, Jena, Germany
| | - Iver Petersen
- Institute of Pathology, Jena University Hospital, Jena, Germany
| | | | - Michael Schmitt
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany
| | - Jürgen Popp
- Leibniz Institute of Photonic Technology, Jena, Germany. .,Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller University, Jena, Germany.
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23
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Bocklitz TW, Guo S, Ryabchykov O, Vogler N, Popp J. Raman Based Molecular Imaging and Analytics: A Magic Bullet for Biomedical Applications!? Anal Chem 2015; 88:133-51. [DOI: 10.1021/acs.analchem.5b04665] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Thomas W. Bocklitz
- Institute
of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Strasse 9, 07745 Jena, Germany
| | - Shuxia Guo
- Institute
of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Strasse 9, 07745 Jena, Germany
- InfectoGnostics
Forschungscampus Jena e.V., Zentrum für Angewandte Forschung, Philosophenweg 7, 07743 Jena, Germany
| | - Oleg Ryabchykov
- Institute
of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Strasse 9, 07745 Jena, Germany
- InfectoGnostics
Forschungscampus Jena e.V., Zentrum für Angewandte Forschung, Philosophenweg 7, 07743 Jena, Germany
| | - Nadine Vogler
- Institute
of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Strasse 9, 07745 Jena, Germany
- InfectoGnostics
Forschungscampus Jena e.V., Zentrum für Angewandte Forschung, Philosophenweg 7, 07743 Jena, Germany
| | - Jürgen Popp
- Institute
of Physical Chemistry and Abbe Center of Photonics, Friedrich Schiller University Jena, Helmholtzweg 4, 07743 Jena, Germany
- Leibniz Institute of Photonic Technology (IPHT), Albert-Einstein-Strasse 9, 07745 Jena, Germany
- InfectoGnostics
Forschungscampus Jena e.V., Zentrum für Angewandte Forschung, Philosophenweg 7, 07743 Jena, Germany
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24
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Role of Rhinopharyngoscopy in Diagnosis of Rhinopathies. Curr Allergy Asthma Rep 2015; 15:45. [PMID: 26149589 DOI: 10.1007/s11882-015-0551-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Rhinopathies, or diseases of the sinonasal cavity, are a heterogeneous group of disorders ranging from benign entities to malignant processes. Proper evaluation and treatment of rhinopathies are dependent on accurate visualization and characterization of the disease processes. Prior methods of evaluation of the sinonasal cavity were dependent largely on anterior rhinoscopy, which unfortunately provides poor visualization of the superior, posterior, and lateral extent of the sinonasal cavity. With the advent of high-definition flexible and rigid endoscopes, rhinopharyngoscopy has proven to be a critical component in the evaluation of the sinonasal cavity. Here, we discuss rhinopharyngoscopy with emphasis on technique and evaluation of common rhinopathies and future developments.
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25
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Schie IW, Krafft C, Popp J. Applications of coherent Raman scattering microscopies to clinical and biological studies. Analyst 2015; 140:3897-909. [PMID: 25811305 DOI: 10.1039/c5an00178a] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Coherent anti-Stokes Raman scattering (CARS) microscopy and stimulated Raman scattering (SRS) microscopy are two nonlinear optical imaging modalities that are at the frontier of label-free and chemical specific biological and clinical diagnostics. The applications of coherent Raman scattering (CRS) microscopies are multifold, ranging from investigation of basic aspects of cell biology to the label-free detection of pathologies. This review summarizes recent progress of biological and clinical applications of CRS between 2008 and 2014, covering applications such as lipid droplet research, single cell analysis, tissue imaging and multiphoton histopathology of atherosclerosis, myelin sheaths, skin, hair, pharmaceutics, and cancer and surgical margin detection.
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Affiliation(s)
- Iwan W Schie
- Leibniz Institute of Photonic Technology, Albert-Einstein-Straße 9, 07745 Jena, Germany.
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26
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Thomas G, van Voskuilen J, Gerritsen HC, Sterenborg HJCM. Advances and challenges in label-free nonlinear optical imaging using two-photon excitation fluorescence and second harmonic generation for cancer research. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY 2014; 141:128-38. [PMID: 25463660 DOI: 10.1016/j.jphotobiol.2014.08.025] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Revised: 08/20/2014] [Accepted: 08/23/2014] [Indexed: 11/28/2022]
Abstract
Nonlinear optical imaging (NLOI) has emerged to be a promising tool for bio-medical imaging in recent times. Among the various applications of NLOI, its utility is the most significant in the field of pre-clinical and clinical cancer research. This review begins by briefly covering the core principles involved in NLOI, such as two-photon excitation fluorescence (TPEF) and second harmonic generation (SHG). Subsequently, there is a short description on the various cellular components that contribute to endogenous optical fluorescence. Later on the review deals with its main theme--the challenges faced during label-free NLO imaging in translational cancer research. While this review addresses the accomplishment of various label-free NLOI based studies in cancer diagnostics, it also touches upon the limitations of the mentioned studies. In addition, areas in cancer research that need to be further investigated by label-free NLOI are discussed in a latter segment. The review eventually concludes on the note that label-free NLOI has and will continue to contribute richly in translational cancer research, to eventually provide a very reliable, yet minimally invasive cancer diagnostic tool for the patient.
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Affiliation(s)
- Giju Thomas
- Department of Biomedical Engineering and Physics, Academic Medical Centre, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Centre for Optical Diagnostics and Therapy, Erasmus Medical Centre, Post Box 2040, 3000 CA, Rotterdam, the Netherlands.
| | - Johan van Voskuilen
- Department of Molecular Biophysics, Utrecht University, 3508 TA Utrecht, The Netherlands
| | - Hans C Gerritsen
- Department of Molecular Biophysics, Utrecht University, 3508 TA Utrecht, The Netherlands
| | - H J C M Sterenborg
- Department of Biomedical Engineering and Physics, Academic Medical Centre, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands
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27
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Mitra R, Goodman OB, Le TT. Enhanced detection of metastatic prostate cancer cells in human plasma with lipid bodies staining. BMC Cancer 2014; 14:91. [PMID: 24528787 PMCID: PMC3931481 DOI: 10.1186/1471-2407-14-91] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Accepted: 02/11/2014] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Reprogramming of energy metabolism of malignant cancer cells confers competitive advantage in growth environments with limited resources. However, not every process of cancer development is associated with competition for resources. During hematogenous transport, cancer cells are exposed to high levels of oxygen and nutrients. Does energy metabolism of cancer cells change as a function of exposure to the bloodstream? Could such changes be exploited to improve the detection of circulating tumor cells (CTC)? These questions have clinical significance, but have not yet been sufficiently examined. METHODS The energy metabolism was examined as a function of incubation in nutrient-rich plasma in prostate metastatic cancer cells LNCaP and non-transformed prostate epithelial cells RWPE1. Uptake kinetics of a fluorescent glucose analog (2-NBD) and lipophilic dyes (DiD & Bodipy) were measured in both cell lines, as well as in peripheral blood mononuclear cells (PBMC). RESULTS LNCaP cells exhibited hyper-acetylation of low molecular weight proteins compared to RWPE1 cells. Following plasma incubation, protein lysine acetylation profile was unchanged for LNCaP cells while significantly altered for RWPE1 cells. O-linked glycosylated protein profiles were different between LNCaP and RWPE1 cells and varied in both cell lines with plasma incubation. Maximal respiration or glycolytic capacities was unchanged in LNCaP cells and impaired in RWPE1 cells following plasma incubation. However, the uptake rates of 2-NBD and DiD were insufficient for discrimination of LNCaP, or RWPE1 cells from PBMC. On the other hand, both RWPE1 and LNCaP cells exhibited intracellular lipid bodies following plasma incubation; whereas, PBMC did not. The presence of lipid bodies in LNCaP cells permitted retention of Bodipy dye and allowed discrimination of LNCaP cells from PBMC with flow cytometry. CONCLUSIONS Despite clear differences in energy metabolism, metastatic prostate cancer cells could not be efficiently distinguished from non-transformed prostate epithelial cells using fluorescent glucose or lipid uptake kinetics. However, metastatic prostate cancer cells in plasma could be clearly distinguished from blood nucleated cells due to the presence of intracellular lipid bodies. Fluorescent labeling of lipid bodies permitted a simple and sensitive means for high throughput detection of metastatic prostate cancer cells in human plasma.
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Affiliation(s)
| | - Oscar B Goodman
- Roseman University of Health Sciences, 11 Sunset Way, Henderson, NV 89014, USA.
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28
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Meyer T, Schmitt M, Dietzek B, Popp J. Accumulating advantages, reducing limitations: multimodal nonlinear imaging in biomedical sciences - the synergy of multiple contrast mechanisms. JOURNAL OF BIOPHOTONICS 2013; 6:887-904. [PMID: 24259267 DOI: 10.1002/jbio.201300176] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 11/06/2013] [Indexed: 05/29/2023]
Abstract
Multimodal nonlinear microscopy has matured during the past decades to one of the key imaging modalities in life science and biomedicine due to its unique capabilities of label-free visualization of tissue structure and chemical composition, high depth penetration, intrinsic 3D sectioning, diffraction limited resolution and low phototoxicity. This review briefly summarizes first recent advances in the field regarding the methodology, e.g., contrast mechanisms and signal characteristics used for contrast generation as well as novel image processing approaches. The second part deals with technologic developments emphasizing improvements in penetration depth, imaging speed, spatial resolution and nonlinear labeling strategies. The third part focuses on recent applications in life science fundamental research and biomedical diagnostics as well as future clinical applications.
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Affiliation(s)
- Tobias Meyer
- Institute of Physical Chemistry and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
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29
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Affiliation(s)
- Karen A. Antonio
- University of Notre Dame, Department of
Chemistry and Biochemistry, Notre
Dame, Indiana 46556, United States
| | - Zachary D. Schultz
- University of Notre Dame, Department of
Chemistry and Biochemistry, Notre
Dame, Indiana 46556, United States
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30
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Detection and Discrimination of Non-Melanoma Skin Cancer by Multimodal Imaging. Healthcare (Basel) 2013; 1:64-83. [PMID: 27429131 PMCID: PMC4934506 DOI: 10.3390/healthcare1010064] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Revised: 09/30/2013] [Accepted: 09/30/2013] [Indexed: 01/18/2023] Open
Abstract
Non-melanoma skin cancer (NMSC) belongs to the most frequent human neoplasms. Its exposed location facilitates a fast ambulant treatment. However, in the clinical practice far more lesions are removed than necessary, due to the lack of an efficient pre-operational examination procedure: Standard imaging methods often do not provide a sufficient spatial resolution. The demand for an efficient in vivo imaging technique might be met in the near future by non-linear microscopy. As a first step towards this goal, the appearance of NMSC in various microspectroscopic modalities has to be defined and approaches have to be derived to distinguish healthy skin from NMSC using non-linear optical microscopy. Therefore, in this contribution the appearance of ex vivo NMSC in a combination of coherent anti-Stokes Raman scattering (CARS), second harmonic generation (SHG) and two photon excited fluorescence (TPEF) imaging—referred as multimodal imaging—is described. Analogous to H&E staining, an overview of the distinct appearances and features of basal cell and squamous cell carcinoma in the complementary modalities is derived, and is expected to boost in vivo studies of this promising technological approach.
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31
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Meyer T, Chemnitz M, Baumgartl M, Gottschall T, Pascher T, Matthäus C, Romeike BFM, Brehm BR, Limpert J, Tünnermann A, Schmitt M, Dietzek B, Popp J. Expanding Multimodal Microscopy by High Spectral Resolution Coherent Anti-Stokes Raman Scattering Imaging for Clinical Disease Diagnostics. Anal Chem 2013; 85:6703-15. [DOI: 10.1021/ac400570w] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Affiliation(s)
- Tobias Meyer
- Institute of Photonic Technology Jena, Albert-Einstein-Strasse 9, 07745 Jena,
Germany
| | - Mario Chemnitz
- Institute of Applied
Physics
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Albert-Einstein-Strasse 15, 07745 Jena, Germany
| | - Martin Baumgartl
- Institute of Applied
Physics
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Albert-Einstein-Strasse 15, 07745 Jena, Germany
| | - Thomas Gottschall
- Institute of Applied
Physics
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Albert-Einstein-Strasse 15, 07745 Jena, Germany
| | - Torbjörn Pascher
- Pascher Instruments, Stora Rabybyaväg 24, 22478 Lund, Sweden
- Department of Chemical Physics, Lund University, Kemicentrum, Getingevägen 60,
22241 Lund, Sweden
| | - Christian Matthäus
- Institute of Photonic Technology Jena, Albert-Einstein-Strasse 9, 07745 Jena,
Germany
| | - Bernd F. M. Romeike
- Institute
of Pathology, Department
of Neuropathology, Jena University Hospital, Friedrich-Schiller-University, Erlanger Allee 101, 07740 Jena, Germany
| | - Bernhard R. Brehm
- Internal Medicine and Cardiology, Catholic Clinic Koblenz, Rudolf Virchow Strasse 9,
56073 Koblenz, Germany
| | - Jens Limpert
- Institute of Applied
Physics
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Albert-Einstein-Strasse 15, 07745 Jena, Germany
| | - Andreas Tünnermann
- Institute of Applied
Physics
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Albert-Einstein-Strasse 15, 07745 Jena, Germany
- Fraunhofer Institute for Applied Optics and Precision Engineering, Albert-Einstein-Strasse
7, 07745 Jena, Germany
| | - Michael Schmitt
- Institute of Physical Chemistry
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Benjamin Dietzek
- Institute of Photonic Technology Jena, Albert-Einstein-Strasse 9, 07745 Jena,
Germany
- Institute of Physical Chemistry
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
| | - Jürgen Popp
- Institute of Photonic Technology Jena, Albert-Einstein-Strasse 9, 07745 Jena,
Germany
- Institute of Physical Chemistry
and Abbe Center of Photonics, Friedrich-Schiller-University Jena, Helmholtzweg 4, 07743 Jena, Germany
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Meyer T, Baumgartl M, Gottschall T, Pascher T, Wuttig A, Matthäus C, Romeike BFM, Brehm BR, Limpert J, Tünnermann A, Guntinas-Lichius O, Dietzek B, Schmitt M, Popp J. A compact microscope setup for multimodal nonlinear imaging in clinics and its application to disease diagnostics. Analyst 2013; 138:4048-57. [DOI: 10.1039/c3an00354j] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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